{"id":"W4407946388","doi":"10.70962/jhi.20250001","title":"Human immunity","year":2025,"lang":"en","type":"article","venue":"Journal of Human Immunity","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"Howard Hughes Medical Institute","keywords":"Immunity; Medicine; Immunology; Immune system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000871082,0.0001687044,0.0003769675,0.0004410644,0.0009700406,0.00004243306,0.0004868979,0.0002058847,0.00366991],"category_scores_gemma":[0.0001389079,0.0001484504,0.0002851557,0.0001905997,0.0001953598,0.0002835454,0.0001329817,0.001544722,0.0002056633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397611,"about_ca_system_score_gemma":0.00008325065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002741014,"about_ca_topic_score_gemma":0.00002494534,"domain_scores_codex":[0.9982724,0.0005853388,0.0007726697,0.000092368,0.00004840093,0.0002287893],"domain_scores_gemma":[0.9985532,0.00009294531,0.0005255667,0.0004169753,0.0003931022,0.00001824563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000137902,0.0004106732,0.001081747,0.0000184517,0.0003547739,0.000003880602,0.0003602951,0.000002478615,0.9311464,0.002250883,0.06312369,0.00110875],"study_design_scores_gemma":[0.005008939,0.001566655,0.1507489,0.0003767179,0.000278477,0.0003643131,0.003841138,8.815002e-7,0.4776623,0.001204029,0.3585579,0.0003898118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554316,0.001306628,0.00006546672,0.0001963103,0.004423615,0.00008301137,0.000001023576,0.00003544656,0.03845688],"genre_scores_gemma":[0.9515225,0.00004248086,0.00001356491,0.0002927086,0.00004597646,0.000001787473,0.00002426998,0.0000101382,0.04804653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4534842,"threshold_uncertainty_score":0.9972408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823358558835649,"score_gpt":0.2926426837453083,"score_spread":0.2744090981569518,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}